Online Pricing with Offline Data: Phase Transition and Inverse Square Law
Published Online:17 Mar 2022https://doi.org/10.1287/mnsc.2022.4322
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The replication files for this article are available HERE.
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Volume 68, Issue 12
December 2022
Pages 8515-9218, iii-iv
Article Information
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- Received:February 19, 2020
- Accepted:October 04, 2021
- Published Online:March 17, 2022
Copyright © 2022, INFORMS
Cite as
Jinzhi Bu, David Simchi-Levi, Yunzong Xu (2022) Online Pricing with Offline Data: Phase Transition and Inverse Square Law. Management Science 68(12):8568-8588.
https://doi.org/10.1287/mnsc.2022.4322
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The authors thank department editor Omar Besbes, the associate editor, and two referees for constructive comments and suggestions that have helped to significantly improve both the content and exposition of this paper. The authors also thank the MIT-IBM partnership in Artificial Intelligence and the MIT Data Science Lab for support. A preliminary version of this paper appeared in the 37th International Conference on Machine Learning (ICML 2020), and the current paper is a significantly enhanced version of it.
